Speaker anonymization

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Most implemented papers archive 2025-07-28

10 shown of 10 papers with code (40 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Speaker anonymization using neural audio codec language models
  25 Sep 2023 3 repositories listed
  The vast majority of approaches to speaker anonymization involve the extraction of fundamental frequency estimates, linguistic features and a speaker embedding which is perturbed to obfuscate the speaker identity before…
• Anonymizing Speech: Evaluating and Designing Speaker Anonymization Techniques
  5 Aug 2023 2 repositories listed
  The growing use of voice user interfaces has led to a surge in the collection and storage of speech data.
• Private kNN-VC: Interpretable Anonymization of Converted Speech
  23 May 2025 1 repository listed
  Speaker anonymization seeks to conceal a speaker's identity while preserving the utility of their speech.
• Probing the Feasibility of Multilingual Speaker Anonymization
  3 Jul 2024 1 repository listed
  In speaker anonymization, speech recordings are modified in a way that the identity of the speaker remains hidden.
• The Impact of Speech Anonymization on Pathology and Its Limits
  11 Apr 2024 1 repository listed
  This study investigates anonymization's impact on pathological speech across over 2, 700 speakers from multiple German institutions, focusing on privacy, pathological utility, and demographic fairness.
• Long-term Conversation Analysis: Exploring Utility and Privacy
  28 Jun 2023 1 repository listed
  The analysis of conversations recorded in everyday life requires privacy protection.
• Vocoder drift in x-vector-based speaker anonymization
  5 Jun 2023 1 repository listed
  State-of-the-art approaches to speaker anonymization typically employ some form of perturbation function to conceal speaker information contained within an x-vector embedding, then resynthesize utterances in the voice…
• Anonymizing Speech with Generative Adversarial Networks to Preserve Speaker Privacy
  13 Oct 2022 1 repository listed
  In order to protect the privacy of speech data, speaker anonymization aims for hiding the identity of a speaker by changing the voice in speech recordings.
• Speaker Anonymization with Phonetic Intermediate Representations
  11 Jul 2022 1 repository listed
  In this work, we propose a speaker anonymization pipeline that leverages high quality automatic speech recognition and synthesis systems to generate speech conditioned on phonetic transcriptions and anonymized speaker…
• Speaker Anonymization with Distribution-Preserving X-Vector Generation for the VoicePrivacy Challenge 2020
  26 Oct 2020 1 repository listed
  In this paper, we present a Distribution-Preserving Voice Anonymization technique, as our submission to the VoicePrivacy Challenge 2020.